Research & Knowledge

How founders use AI for Search & Research

3 questions founders actually ask, each with a straight answer and the resources worth your time.

Why use AI (ChatGPT, Perplexity, Claude, deep research modes) instead of Google? #

Google gives you ten blue links and leaves the reading, comparing, and summarizing to you; AI tools like ChatGPT, Perplexity, and Claude read dozens of sources for you and hand back a direct, synthesized answer you can interrogate with follow-up questions. For a founder, that means a competitor scan, market-size estimate, or vendor comparison that used to take an afternoon of tab-hopping now takes minutes. Google still wins for quick lookups (an address, a price, a live score), AI wins whenever the real job is understanding, not finding.

How do founders run 'deep research' to get report-quality answers? #

Deep Research is a mode inside ChatGPT, Gemini, Perplexity, and Claude where the AI works for 10-30 minutes on its own, running dozens of searches, reading the sources, and returning a long, cited report instead of a quick chat reply. The trick is in the brief: give it context about your company and goal, say exactly what you want covered, name the kinds of sources to prefer, specify the output format, and answer its clarifying questions before it starts. Founders use it for competitor teardowns, market sizing, customer research, and pricing studies, think of it as a junior analyst whose work you still review.

How do I fact-check AI answers and avoid hallucinations? #

AI tools sometimes state wrong things with total confidence, including invented statistics, quotes, and sources, so treat every answer like a smart intern's draft, not a verdict. The practical routine: ask for sources and actually click them to confirm they say what the AI claims, ask the same question in a second AI tool and compare, push back with 'how confident are you, and what's the evidence?', and independently Google any number or fact you're about to put in a pitch deck, contract, or investor email. The higher the stakes (legal, financial, medical, fundraising), the more you verify by hand.